

Teaching Claude and coding agents to stack PRs
GitHub now supports stacked pull requests natively, but coding agents in cloud sandboxes could not use them. Here is how we fixed that with agent instructions and a one-line environment change.


GitHub now supports stacked pull requests natively, but coding agents in cloud sandboxes could not use them. Here is how we fixed that with agent instructions and a one-line environment change.


AI agents are already signing up for your product, checking out, and navigating flows. Most products break silently when the user isn't human. Here's how to find out where.


A free, public benchmark of how AI agents experience websites. Look up your domain, see where agents stop, and get the list of what to fix.


In June 2026 Cloudflare confirmed machines now generate more web traffic than people. Every one of those visits is a user nobody has watched, and nobody can ask why. What does user-centred mean in this new age of AI?


How we run a multi-tenant AI agent platform on Supabase: row level security for tenant isolation, OAuth and passkeys for humans and machines, pgvector for agent RAG, read replicas for global reads, and preview branches for every pull request.


The Model Context Protocol lets AI assistants call tools in external services. For product teams, that means testing, feedback, and issue tracking without leaving your editor.


Turn error signals and feedback into almost instant product improvements with triage and cloud coding agents.


User-centred design in a world with AI agents.